Are we ready for a new paradigm shift? A Survey on Visual Deep MLP

1 code implementation • 7 Nov 2021 • Ruiyang Liu, Yinghui Li, Linmi Tao, Dun Liang, Hai-Tao Zheng

In the GPU era, the locally and globally weighted summations are the current mainstreams, represented by the convolution and self-attention mechanism, as well as MLP.

Adversarial Attack Driven Data Augmentation for Accurate And Robust Medical Image Segmentation

no code implementations • 25 May 2021 • Mst. Tasnim Pervin, Linmi Tao, Aminul Huq, Zuoxiang He, Li Huo

Furthermore, We have also introduced the concept of Inverse FGSM (InvFGSM), which works in the opposite manner of FGSM for the data augmentation.

Adversarial Attack Data Augmentation +2

Towards All-around Knowledge Transferring: Learning From Task-irrelevant Labels

no code implementations • 17 Nov 2020 • Yinghui Li, Ruiyang Liu, Zihao Zhang, Ning Ding, Ying Shen, Linmi Tao, Hai-Tao Zheng

We also provide a theoretical explanation of our method.

Facial Expression Recognition General Classification +1